US 11,636,263 B2Granted

Using editor service to control orchestration of grammar checker and machine learned mechanism

AssigneeMicrosoft Technology Licensing, LLC

InventorsZhang Li, Michael Wilson Daniels, Enrico Cadoni, Domenic Joseph Cipollone, Bhavuk Jain, Olivier Gauthier, Kaushik R. Narayanan, Siqing Chen, Alice Yingming Lai

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Abstract

An editor service receives a textual input. The editor service provides the textual input to a rule-based grammar checker to obtain a grammar checker result. The editor service also provides the textual input to a machine learning (ML) fluency model that checks the textual input for errors and provides a ML model result. The editor service aggregates the grammar checker result and the ML model result and generates an editor service output based upon the aggregated results. A representation of the editor service result is provided to the client computing system for surfacing through a user interface.

Claims16

Dependent claims

A computer implemented method, comprising:

receiving, at an editor service computing system, a textual input from a content creation system;
providing the textual input from the editor service computing system to a rule-based grammar checker that applies, to the textual input, a set of rules that represent a set of potential errors,
wherein each rule of the set of rules includes a rule trigger that is linked to a suggested modification that addresses a potential error represented by the rule and is identified based on the rule trigger;
receiving a grammar checker (GC) result from the rule-based grammar checker, wherein the GC result is based the set of rules and is indicative of a first potential error in the textual input and a first suggested modification to the textual input to address the first potential error;
providing the textual input from the editor service computing system to a machine learning (ML) model that receives the textual input as a model input and identifies a second potential error in the textual input and a second suggested modification to the textual input to address the second potential error;
receiving a ML model result, indicative of the second potential error and the second suggested modification, from the ML model;
generating an output representation, at the editor service computing system, based on at least one of the GC result and the ML model result;
and
providing the output representation to the content creation system for user interaction.

6 more elements

An editor service computing system, comprising:

a processor;
an orchestration engine, implemented by the processor, configured to:
receive a textual input from a content creation system;
provide the textual input to a rule-based grammar checker that applies, to the textual input, a set of rules that represent a set of potential errors wherein each rule of the set of rules includes a rule trigger that is linked to a suggested modification that addresses a potential error represented by the rule and is identified based on the rule trigger;
receive a grammar checker (GC) result from the rule-based grammar checker, wherein the GC result is based on the set of rules and is indicative of a first potential error in the textual input and a first suggested modification to address the first potential error;
provide the textual input to a machine learning (ML) model;
receive a ML model result, indicative of a second potential error in the textual input and a second suggested modification to address the second potential error;
and
an output representation generator configured to;
generate an output representation based on at least one of the GC result and the ML model result;
and
provide the output representation to the content creation system for user interaction.

9 more elements

Dependencies are inferred from the claim text.